Web & Digital
AI-Powered Website Development
Websites that integrate third-party AI services for assistance, search and lead qualification, scoped so the behaviour is predictable, reviewable and costed before launch.
Capabilities
What we implement
- AI assistant / chatbot grounded in your own content
- Semantic site search and content recommendations
- Intelligent forms and lead qualification workflows
- Content drafting workflows with human review before publish
- LLM API integration, prompt design and usage limits
Security
How it is hardened
- API keys held server-side with per-request rate limits
- Defined boundaries on what data is sent to a model provider
- Human approval before AI-generated content is published
- Logging and cost ceilings on every AI endpoint
Architecture
AI integration path
AI features call third-party model providers through your own server layer, where keys, limits, logging and content boundaries are enforced.
01 · Visitor surface
Assistant widgetSemantic searchIntelligent formsRecommendationsEvery AI surface has a defined scope and a visible way to reach a human.
02 · Application gateway
Server-side API layerRate limitsUsage loggingCost ceilingModel keys never reach the browser, and spend is capped per endpoint.
03 · Knowledge
Your own contentRetrieval indexApproved answersAnswers are grounded in your material so the assistant does not improvise.
04 · Model providers
LLM APIsEmbedding APIsAutomation workflowsThird-party services, selected on capability and data-handling terms — no proprietary model is claimed.
FAQ
AI-Powered Website Development questions we are asked
- Do you build your own AI models?
- No. These are integrations with established third-party AI services, engineered so the behaviour, cost and data boundary are under your control.
- Will the assistant invent answers?
- It is grounded in your own content and scoped to defined topics, with a fallback to human contact. That greatly reduces, but never entirely removes, the risk — so it is not used for legal or financial commitments.
- What data leaves our site?
- Only what the feature needs, defined in writing before launch. Sensitive fields are excluded at the gateway.
- What does it cost to run?
- Model usage is billed per request by the provider. A monthly ceiling and alerting are configured so spend cannot run away.
Related
Other web & digital platforms
AI-Powered Website Development is referenced to describe engineering capability. All trademarks and product names are the property of their respective owners; no partnership or endorsement is implied.
Ready to scope the work?
Share your environment and objectives. You will get an engineering response covering scope, approach and considerations.